Pota MCP vs Codebase Memory MCP

A side-by-side look at the Pota MCP and Codebase Memory MCP MCP servers: transport, auth, tools, quality signals, and the config to install either one in Claude, Cursor, Windsurf or VS Code.

Pota MCP logoPota MCPEnvironment & Nature · Local subprocess (stdio)Parks on the Air MCP server. Park lookup, activator and hunter stats, live spots.53GoodAuth: not declaredCodebase Memory MCP logoCodebase Memory MCPKnowledge & Memory · Local subprocess (stdio)Code-intelligence engine that indexes a repo into a persistent knowledge graph — functions, classes, call chains, HTTP routes, cross-service links. 159 languages via tree-sitter + Hybrid LSP, sub-ms structural queries, 99% fewer tokens than grep. Single static binary, zero dependencies, 100% local. npx codebase-memory-mcp73GreatAuth: no auth required

Verdict: choose Pota MCP for environment & nature work as a local process; choose Codebase Memory MCP for knowledge & memory as a local process. You can also run both side by side in one mcpServers block.

Which MCP server should you choose?

Pota MCP logoChoose Pota MCP when

  • You need dedicated capabilities in the Environment & Nature domain.
  • You prefer a local stdio subprocess transport.
  • You want tools like pota_spots, pota_park_info, pota_park_stats.
Explore Pota MCP

Codebase Memory MCP logoChoose Codebase Memory MCP when

  • You need dedicated capabilities in the Knowledge & Memory domain.
  • You prefer a local stdio subprocess transport.
  • Its auth model fits you: No auth required.
  • You want tools like index_repository, search_graph, query_graph.
Explore Codebase Memory MCP

Feature & specification comparison

Rows where the two servers differ are marked.

SpecPota MCP logoPota MCPCodebase Memory MCP logoCodebase Memory MCP
CategoryEnvironment & NatureKnowledge & Memory
Quality signal53/100 · Good73/100 · Great
Install commandConfirmedConfirmed
TransportLocal subprocess (stdio)Local subprocess (stdio)
AuthNot declaredNo auth required
PricingNot declaredFree
Required env varsNone listedNone listed
Verified ownerCommunity listingCommunity listing
GitHub stars247,308
Directory activity 0 views 0 installs 0 upvotes 8 views 1 installs 1 upvotes
Tools1117

Tools & capabilities

Pota MCP tools 11

  • pota_spotsCurrent activator spots with park/grid enrichment and optional filters
  • pota_park_infoPark details by reference code (name, grid, type, agencies, website)
  • pota_park_statsActivation and QSO counts for a park
  • pota_park_activationsA park's recent activations — who, when, and QSOs by mode
  • pota_park_leaderboardA park's top activators, activator QSOs and hunter QSOs
  • pota_user_statsActivator/hunter stats by callsign (callsign, name, activator, attempts, hunter, awards, endorsements; no address or email-derived fields)
  • pota_scheduledUpcoming scheduled activations, with optional location, park, activator and time-window filters
  • pota_location_parksAll parks in a state/province/country
  • pota_nearby_parksFind parks near a point — great for 2-fer planning
  • pota_rare_parks_nearParks near a point that are rarely or never activated
  • get_version_infoService version + upstream spec version (fleet identity attestation)

Codebase Memory MCP tools 17

  • index_repositoryIndex a repository. full/moderate add semantics; fast omits them; cross-repo-intelligence links services. Reports coverage gaps.
  • search_graphFind symbols via BM25 query, regex name/qn filters, or semantic_query. Rows keep qn/file/lines and in/out over CALLS/USAGE/CALL_REFERENCE/INHERITS/IMPLEMENTS.
  • query_graphRead-only Cypher for multi-hop, aggregation, complexity, or cross-service analysis. Default: 200 visible rows with exact/lower-bound totals and truncation; continue safely with next_cursor. graph=missed is a file tree of flagged coverage gaps; absence is not proof of completeness. Use get_graph_schema(diagnostics=full) for properties.
  • trace_pathTrace callers/callees, data flow, or cross-service paths. Defaults exclude tests and resolver evidence. Rows keep qn/hop with explicit totals, relations, and continuations.
  • get_code_snippetRead a search_graph symbol. auto bounds source and outlines large containers; full restores up to 500 lines. Source/outline pages continue; coverage_note marks gaps.
  • get_file_outlineDeclaration outline of one exact repository-relative file: optional exact label filter, source order, exact total/offset/limit paging; file/folder/container nodes excluded.
  • get_graph_schemaGet node-label and edge-type counts. diagnostics=full also lists queryable properties.
  • compare_graphsCompare two indexed snapshots: deterministic target-only additions and base-only removals of stable node/edge identities; each set capped by limit and a 512 KiB budget with exact totals and truncation reasons.
  • get_architectureCompact counts, languages, packages, entry points. Request structure, dependencies, routes, hotspots, boundaries, layers, clusters, cycles, or file_tree; path scopes a directory.
  • search_codeGraph-ranked text search: compact symbols, full bounded source, or file paths.
  • list_projectsList projects with stable paging. Identity is lean; stats adds graph sizes.
  • delete_projectDelete a project from the index
  • +5 more on the listing page

Ready-to-paste client configs

Paste either block (or both) into your client config, e.g. claude_desktop_config.json or ~/.cursor/mcp.json. We only show a config when the install command is confirmed.

Pota MCP

mcpServers (Claude Desktop / Cursor)
{
  "mcpServers": {
    "pota-mcp": {
      "command": "uvx",
      "args": [
        "pota-mcp"
      ]
    }
  }
}

Codebase Memory MCP

mcpServers (Claude Desktop / Cursor)
{
  "mcpServers": {
    "deusdata-codebase-memory-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "codebase-memory-mcp"
      ]
    }
  }
}

Frequently asked questions

Pota MCP is categorized under Environment & Nature and uses a local stdio subprocess. Codebase Memory MCP belongs to Knowledge & Memory and uses a local stdio subprocess. Pick Pota MCP for environment & nature work and Codebase Memory MCP for knowledge & memory.

Copy the mcpServers block from the config section on this page into your client's config (for example claude_desktop_config.json or ~/.cursor/mcp.json), then fully restart the client.

Pota MCP has no declared pricing — check the project's own site. Codebase Memory MCP is listed as free. Auth: no auth required. If a server needs environment variables such as API keys, define them under the env key in your client's MCP config.

Yes. MCP clients support multiple servers: add pota-mcp and deusdata-codebase-memory-mcp as separate keys in the same mcpServers object, and your assistant will call tools from either one.

On AllMCPs, Pota MCP has a quality signal of 53/100 (Good) with 0 views, 0 installs and 2 GitHub stars. Codebase Memory MCP has 73/100 (Great) with 8 views, 1 installs and 47,308 GitHub stars.